Jiaqi Zhang

According to our database, Jiaqi Zhang authored at least 11 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

AroMa: Evaluating Deep Learning Systems for Stealthy Integrity Attacks on Multi-tenant Accelerators.

Xiangru Chen, Maneesh Merugu, Jiaqi Zhang, Sandip Ray

ACM J. Emerg. Technol. Comput. Syst., April, 2023

AINNS: All-Inclusive Neural Network Scheduling Via Accelerator Formalization.

Jiaqi Zhang, Xiangru Chen, Sandip Ray

IEEE Trans. Computers, February, 2023

2022

GCONV Chain: Optimizing the Whole-Life Cost in End-to-end CNN Acceleration.

Jiaqi Zhang, Xiangru Chen, Sandip Ray

IEEE Trans. Computers, 2022

Dandelion: Boosting DNN Usability Under Dataset Scarcity.

Xiangru Chen, Jiaqi Zhang, Sandip Ray

IEEE Trans. Computers, 2022

2021

Optimizing the Whole-life Cost in End-to-end CNN Acceleration.

Jiaqi Zhang, Xiangru Chen, Sandip Ray, Tao Li

CoRR, 2021

Universal Neural Network Acceleration via Real-Time Loop Blocking.

Jiaqi Zhang, Xiangru Chen, Sandip Ray

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

2019

Eager pruning: algorithm and architecture support for fast training of deep neural networks.

Jiaqi Zhang, Xiangru Chen, Mingcong Song, Tao Li

Proceedings of the 46th International Symposium on Computer Architecture, 2019

2018

Prediction Based Execution on Deep Neural Networks.

Mingcong Song, Jiechen Zhao, Yang Hu, Jiaqi Zhang, Tao Li

Proceedings of the 45th ACM/IEEE Annual International Symposium on Computer Architecture, 2018

In-Situ AI: Towards Autonomous and Incremental Deep Learning for IoT Systems.

Mingcong Song, Kan Zhong, Jiaqi Zhang, Yang Hu, Duo Liu, Weigong Zhang, Jing Wang, Tao Li

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018

Towards Efficient Microarchitectural Design for Accelerating Unsupervised GAN-Based Deep Learning.

Mingcong Song, Jiaqi Zhang, Huixiang Chen, Tao Li

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018

2015

Heterogeneous energy-efficient cache design in warehouse scale computers.

Jing Wang, Xiaoyan Zhu, Yanjun Liu, Jiaqi Zhang, Minhua Wu, Weigong Zhang, Keni Qiu

Proceedings of the 12th ACM International Conference on Computing Frontiers, 2015